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Learner Reviews & Feedback for Structuring Machine Learning Projects by DeepLearning.AI

45,255 ratings
5,152 reviews

About the Course

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and is drawn from my experience building and shipping many deep learning products. This course also has two "flight simulators" that let you practice decision-making as a machine learning project leader. This provides "industry experience" that you might otherwise get only after years of ML work experience. After 2 weeks, you will: - Understand how to diagnose errors in a machine learning system, and - Be able to prioritize the most promising directions for reducing error - Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance - Know how to apply end-to-end learning, transfer learning, and multi-task learning I've seen teams waste months or years through not understanding the principles taught in this course. I hope this two week course will save you months of time. This is a standalone course, and you can take this so long as you have basic machine learning knowledge. This is the third course in the Deep Learning Specialization....

Top reviews

Jul 1, 2020

While the information from this course was awesome I would've liked some hand on projects to get the information running. Nonetheless, the two simulation task were the best (more would've been neat!).

Mar 30, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

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2776 - 2800 of 5,097 Reviews for Structuring Machine Learning Projects

By Nithin K R D

Mar 15, 2019

All the strategies provided makes sense

By Octav I

Dec 23, 2018

Great examples about real case projects

By Ruhil M S D

Nov 5, 2018

I absolutely enjoy Andrew Ng's courses.

By gabriel d d a

Nov 1, 2018

Marvelous course, Very well explained !

By Vu N M

Oct 25, 2018

The most valuable experiences of Andrew

By 田品

Oct 6, 2018

This course is really really helpful!!!

By Colin F

Jul 30, 2018

The most important course in the series

By Mykola S

Jul 13, 2018

Great intro into Deep Learning! Thanks!

By Jui-wen L

Jun 7, 2018

No real coding, but simulator is great!

By Alberto P L

Apr 30, 2018

This is the most useful course til now.

By Aydin A

Feb 28, 2018

This course was really informative!!!!

By Agata W

Feb 18, 2018

Great format of flight simulator exams!

By Paolo R

Jan 20, 2018

It is a very useful and original course

By Jason L

Sep 17, 2017

amazing insight into the technology....

By Ayan M

Sep 6, 2017

Wonderful and very valuable insights...


Jun 11, 2020

I like the study cases in this course.

By Alkesh G

Apr 18, 2020

Very Important and exclusive material.

By Jorge E V H

Mar 21, 2020

Excelente, gracias profe Andrew NG!!!!

By Muhammad s k

Dec 19, 2019

Always pleasure to listen to Andrew NG

By Ulas M C

Dec 11, 2019

Great insights and clear explanations.

By Sandip S

Nov 9, 2019

Excellent course content and lectures.

By Vincent D W

Oct 27, 2019

Loved these flight simulation quizzes!

By Shuang G

Aug 13, 2019

Very useful for industrial production.

By Luwei Y

Jun 30, 2019

It gives many practical aspects of DL.

By Giacomo M

May 1, 2019

Lots of necessary and useful insights.